\documentclass{bioinfo}
\copyrightyear{2013}
\pubyear{2013}

\begin{document}
\firstpage{1}

\title[Condensation of Neural Network Ensembles]{Condensation of Neural Network Ensembles for improved efficiency}
\author[]{Jesper Foldager, Christian Skj{\o}dt Hansen, Lars Roed Ingerslev and Thomas Trolle}
\address{Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark}

\history{}

\editor{}

\maketitle

\begin{abstract}

\input{text/abstract.tex}

\end{abstract}

\section{Introduction}
%\textcolor{red}{Things to cover:}
%Wisdom of the crowd. 
%Ensemble size versus CPU time.
%The study of entire proteomes.
%Limitations of current ensembles. 
\input{text/intro.tex}

\section{Problem Statement}
The goal is to find a single neural network structure capable of performing as an ensemble neural 
network in an attempt to optimize the speed of predicting without losing performance. 


\begin{methods}
\section{Methods}

\input{text/methods.tex}

\end{methods}

\iffalse
\begin{figure}[!tpb]%figure1
%\centerline{\includegraphics{fig01.eps}}
\caption{Caption, caption.}\label{fig:01}
\end{figure}

\begin{figure}[!tpb]%figure2
%\centerline{\includegraphics{fig02.eps}}
\caption{Caption, caption.}\label{fig:02}
\end{figure}
\fi

\section{Results}
\input{text/results_ensemble.tex}

\input{text/results_condense.tex}


\section{Discussion}
\input{text/discunotes.tex}
%\input{text/discussion.tex}















%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%     please remove the " % " symbol from \centerline{\includegraphics{fig01.eps}}
%     as it may ignore the figures.
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%






\section{Conclusion}
\input{text/conclusion.tex}
% \begin{enumerate}
% \item this is item, use enumerate
% \item this is item, use enumerate
% \item this is item, use enumerate
% \end{enumerate}

%\bibliographystyle{natbib}
%\bibliographystyle{achemnat}
%\bibliographystyle{plainnat}
%\bibliographystyle{abbrv}
%\bibliographystyle{bioinformatics}
%
%\bibliographystyle{plain}
%
%\bibliography{Document}
\bibliographystyle{abbrvnat_mod}

\bibliography{biblib}


\end{document}
